{"id":9202,"date":"2026-03-10T13:00:25","date_gmt":"2026-03-10T12:00:25","guid":{"rendered":"https:\/\/www.aigorithmics.com\/unplanned-downtime-and-absence-of-early-warning-signals-for-risks\/"},"modified":"2026-03-10T13:00:25","modified_gmt":"2026-03-10T12:00:25","slug":"unplanned-downtime-and-absence-of-early-warning-signals-for-risks","status":"publish","type":"page","link":"https:\/\/www.aigorithmics.com\/en\/unplanned-downtime-and-absence-of-early-warning-signals-for-risks\/","title":{"rendered":"Unplanned Downtime and Absence of Early Warning Signals for Risks"},"content":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; full_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773304889695{padding-top: 100px !important;background-position: 0 0 !important;background-repeat: repeat !important;}&#8221; data_tooltip=&#8221;Better Sound&#8221; responsive_css=&#8221;padding_bottom_medium:60px|padding_top_small:150px&#8221; el_id=&#8221;features&#8221;][vc_column enable_content_animation=&#8221;no&#8221; responsive_css=&#8221;padding_top_medium:35px&#8221;]<style>.ld_spacer_69e4b6032098d{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b6032098d\"><\/div>[vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;35&#8243;][vc_column_inner offset=&#8221;vc_col-lg-6&#8243;]<style>.ld_fancy_heading_69e4b60320b13 h6 {font-size:14px; } .ld_fancy_heading_69e4b60320b13 h6 {font-weight:700; } .ld_fancy_heading_69e4b60320b13 h6 {letter-spacing:0.05em; } .ld_fancy_heading_69e4b60320b13 h6 {margin-bottom:1em !important;  } .ld_fancy_heading_69e4b60320b13 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60320b13 h6 {font-size:14px; } .ld_fancy_heading_69e4b60320b13 h6 {font-weight:700; } .ld_fancy_heading_69e4b60320b13 h6 {letter-spacing:0.05em; } .ld_fancy_heading_69e4b60320b13 h6 {margin-bottom:1em !important;  } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b60320b13\">\n\t<h6 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Business Situation<\/h6><\/div><style>.ld_fancy_heading_69e4b60320df7 h1 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60320df7 h1 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60320df7 h1 {font-size:52px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60320df7 h1 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60320df7 h1 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4b60320df7 h1 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4b60320df7 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60320df7 h1 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60320df7 h1 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60320df7 h1 {font-size:52px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60320df7 h1 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60320df7 h1 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4b60320df7 h1 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b60320df7\">\n\t<h1 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  Unplanned Downtime and Absence of Early Warning Signals for Risks<\/h1><\/div><style>.ld_fancy_heading_69e4b60320fca p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60320fca p {font-size:20px; }  } .ld_fancy_heading_69e4b60320fca p {line-height:-; } .ld_fancy_heading_69e4b60320fca p {--element-line-height:-; } .ld_fancy_heading_69e4b60320fca p {margin-bottom:1.67em !important;  } .ld_fancy_heading_69e4b60320fca .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60320fca p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60320fca p {font-size:20px; }  } .ld_fancy_heading_69e4b60320fca p {line-height:-; } .ld_fancy_heading_69e4b60320fca p {--element-line-height:-; } .ld_fancy_heading_69e4b60320fca p {margin-bottom:1.67em !important;  } <\/style><div class=\"ld-fancy-heading mask-text ld_fancy_heading_69e4b60320fca\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  Unplanned production line stoppages generate direct and indirect operating costs. In many cases, these events are preceded by deviations in process parameters that are not utilized in the decision-making model.<\/p><\/div><style>.ld_fancy_heading_69e4b60321182 p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60321182 p {font-size:20px; }  } .ld_fancy_heading_69e4b60321182 p {line-height:-; } .ld_fancy_heading_69e4b60321182 p {--element-line-height:-; } .ld_fancy_heading_69e4b60321182 p {margin-bottom:1.67em !important;  } .ld_fancy_heading_69e4b60321182 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60321182 p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60321182 p {font-size:20px; }  } .ld_fancy_heading_69e4b60321182 p {line-height:-; } .ld_fancy_heading_69e4b60321182 p {--element-line-height:-; } .ld_fancy_heading_69e4b60321182 p {margin-bottom:1.67em !important;  } <\/style><div class=\"ld-fancy-heading mask-text ld_fancy_heading_69e4b60321182\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  The consequences include:<\/p><\/div><style>.ld_icon_box_69e4b60321382 .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4b60321382 .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4b60321382 .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b60321382 vc_custom_1772795647365\" id=\"ld_icon_box_69e4b60321382\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title font-weight-normal\">reactive intervention<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b60321a33 .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4b60321a33 .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4b60321a33 .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b60321a33 vc_custom_1772795668346\" id=\"ld_icon_box_69e4b60321a33\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title font-weight-normal\">instead of proactive action<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner column_top_ontablet=&#8221;yes&#8221; column_top_onmobile=&#8221;yes&#8221; css=&#8221;.vc_custom_1773305214776{background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/google-deepmind-4QVqSh4VvP4-unsplash.jpg?id=8803) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; offset=&#8221;vc_col-lg-6&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1773305023575{padding-top: 80px !important;padding-bottom: 60px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2021\/09\/cloud-4.jpg?id=5933) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;padding_top_medium:120px|padding_bottom_medium:60px&#8221; el_id=&#8221;what-we-do&#8221;][vc_column offset=&#8221;vc_col-md-6&#8243;]<style>.ld_fancy_heading_69e4b60322003 h2{color:#f8f9fb;}.ld_fancy_heading_69e4b60322003 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60322003 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60322003 h2 {font-size:46px; }  } .ld_fancy_heading_69e4b60322003 h2 {font-weight:500; } .ld_fancy_heading_69e4b60322003 h2 {margin-bottom:60px !important;  } .ld_fancy_heading_69e4b60322003 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60322003 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b60322003 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b60322003 h2 {font-size:46px; }  } .ld_fancy_heading_69e4b60322003 h2 {font-weight:500; } .ld_fancy_heading_69e4b60322003 h2 {margin-bottom:60px !important;  } <\/style><div class=\"ld-fancy-heading text-left ld_fancy_heading_69e4b60322003\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  How this situation looks in practice<\/h2><\/div>[vc_column_text]<\/p>\n<p style=\"color:#f8f9fb; margin:0 0 16px 0; font-size: 18px\">\n The process is monitored, and data is available in production systems, but its use is mainly limited to reporting and historical analysis. In practice, this means: <\/p>\n<div style=\"color:#f8f9fb; margin:0 0 16px 0; padding-left:20px; font-size: 18px\">\n<div style=\"display:flex; margin-bottom:10px;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>making decisions after exceeding threshold values,<\/span><\/div>\n<div style=\"display:flex; margin-bottom:10px;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>performing inspections according to fixed schedules, without considering the actual technical condition,<\/span><\/div>\n<div style=\"display:flex; margin-bottom:10px;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>lack of systematic analysis of event sequences preceding failures,<\/span><\/div>\n<div style=\"display:flex;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>limited ability to plan line shutdowns at the optimal moment.<\/span><\/div>\n<\/div>\n<p style=\"color:#f8f9fb; margin:0; font-size: 18px\">\n The operating model is reactive. Data supports past assessment but is not used to predict critical events. [\/vc_column_text][\/vc_column][vc_column css=&#8221;.vc_custom_1773145600026{padding-top: 40px !important;padding-right: 40px !important;padding-bottom: 40px !important;padding-left: 40px !important;background-color: rgba(0,0,0,0.12) !important;*background-color: rgb(0,0,0) !important;}&#8221; offset=&#8221;vc_col-md-6&#8243;][vc_column_text]<span style=\"color: #f8f9fa; font-size: 18px;\">Business Consequences<\/span>[\/vc_column_text]<style>.ld_spacer_69e4b603224d7{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b603224d7\"><\/div><style>.ld_icon_box_69e4b60322633:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b60322633 .iconbox-icon-container{font-size:14px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b60322633 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b60322633 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b60322633 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b60322633:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b60322633 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:18px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b60322633\" id=\"ld_icon_box_69e4b60322633\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">loss of production capacity and failure to meet plans<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b60322bb4:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b60322bb4 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b60322bb4 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b60322bb4 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b60322bb4 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b60322bb4:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b60322bb4 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b60322bb4\" id=\"ld_icon_box_69e4b60322bb4\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">increased maintenance costs and emergency interventions<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b6032310f:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b6032310f .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b6032310f .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b6032310f .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b6032310f .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b6032310f:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b6032310f .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b6032310f\" id=\"ld_icon_box_69e4b6032310f\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">material losses due to exceeding critical parameters<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b60323485:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b60323485 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b60323485 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b60323485 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b60323485 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b60323485:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b60323485 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b60323485\" id=\"ld_icon_box_69e4b60323485\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">destabilization of production and delivery schedules<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b603236bb:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b603236bb .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b603236bb .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b603236bb .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b603236bb .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b603236bb:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b603236bb .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b603236bb\" id=\"ld_icon_box_69e4b603236bb\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">limited predictability of operational results<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[vc_column_text]<span style=\"color: #f8f9fa; font-size: 18px;\">Even a partial shift from a reactive to a proactive model can significantly reduce downtime costs and increase process stability.<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; enable_content_animation=&#8221;no&#8221; css=&#8221;.vc_custom_1772638228915{padding-top: 50px !important;padding-bottom: 50px !important;}&#8221; responsive_css=&#8221;margin_bottom_medium:35px&#8221;][vc_column offset=&#8221;vc_col-lg-offset-1 vc_col-lg-10 vc_col-md-offset-1 vc_col-md-10 vc_col-xs-12&#8243;]<style>.ld_simple_heading_69e4b60323852 h3{color:#2b2f3a;}.ld_simple_heading_69e4b60323852 h3 {font-size:35px; } @media (min-width: 768px) { .ld_simple_heading_69e4b60323852 h3 {font-size:460x; }  } @media (min-width: 992px) { .ld_simple_heading_69e4b60323852 h3 {font-size:46px; }  } .ld_simple_heading_69e4b60323852 h3 {margin-top:50px !important; margin-bottom:40px !important;  } <\/style><div  class=\"lqd-simple-heading-wrap ld_simple_heading_69e4b60323852\">\n<h3 class=\"lqd-simple-heading\">\n\tHow we approach diagnosis<\/h3>\n<\/div>[vc_column_text]<\/p>\n<p style=\"text-align: center; font-size: 18px\">We begin the diagnosis by analyzing process data and the history of operational events.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243;][vc_column width=&#8221;1\/2&#8243;][vc_row_inner][vc_column_inner][vc_column_text]<span style=\"font-size: 18px;\">We verify:<\/span>[\/vc_column_text]<style>.ld_spacer_69e4b60323949{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b60323949\"><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;]<style>.ld_icon_box_69e4b60323a98 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b60323a98 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b60323a98\" id=\"ld_icon_box_69e4b60323a98\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">completeness and quality of data from sensors and control systems<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b60323cb0 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b60323cb0 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b60323cb0\" id=\"ld_icon_box_69e4b60323cb0\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">nature and frequency of parameter deviations<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;]<style>.ld_icon_box_69e4b60323eab .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b60323eab .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b60323eab\" id=\"ld_icon_box_69e4b60323eab\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">repeatability of patterns preceding critical events<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b603240a2 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b603240a2 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b603240a2\" id=\"ld_icon_box_69e4b603240a2\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">current decision-making model in the area of maintenance<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][\/vc_row_inner]<style>.ld_spacer_69e4b60324208{height:60px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b60324208\"><\/div>[\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1772620725815{padding: 40px !important;background-color: #f8f9fb !important;}&#8221;][vc_row_inner][vc_column_inner]<style>.ld_icon_box_69e4b60324324 .lqd-iconbox-title{margin-bottom:px;}.ld_icon_box_69e4b60324324 .iconbox-icon-container{border-radius:px;}.ld_icon_box_69e4b60324324 .iconbox-icon-container img,.ld_icon_box_69e4b60324324 .iconbox-icon-container > svg{width:60px !important;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4b60324324\" id=\"ld_icon_box_69e4b60324324\"  data-animated-svg=\"true\" data-animate-icon=\"true\" data-plugin-options='{\"file\":\"https:\\\/\\\/www.aigorithmics.com\\\/wp-content\\\/plugins\\\/hub-core\\\/assets\\\/vendors\\\/animated-icons\\\/svg\\\/ecommerce_graph2.svg\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t\t\t\t\n\t\t\n\t\n<\/div>\n[vc_column_text]<span style=\"font-size: 18px;\">The goal is to determine whether measurable early warning signals can be identified and to estimate their potential impact on downtime costs and operational efficiency.<\/span>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;30&#8243; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773315261302{background-image: url(http:\/\/serwer1945616.home.pl\/ai2021\/wp-content\/uploads\/2021\/09\/dlaczego-1.jpg?id=6688) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; row_hide=&#8221;hidden-xs hidden-sm&#8221;][vc_column responsive_align=&#8221;text-left text-sm-left text-md-left text-lg-left&#8221;]<style>.ld_spacer_69e4b603283b7{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b603283b7\"><\/div><style>.ld_simple_heading_69e4b60328486 h4{color:rgb(248, 249, 251);}.ld_simple_heading_69e4b60328486 h4 {font-size:35px; } @media (min-width: 768px) { .ld_simple_heading_69e4b60328486 h4 {font-size:40px; }  } @media (min-width: 992px) { .ld_simple_heading_69e4b60328486 h4 {font-size:46px; }  } .ld_simple_heading_69e4b60328486 h4 {margin-top:0px !important;  } <\/style><div  class=\"lqd-simple-heading-wrap ld_simple_heading_69e4b60328486\">\n<h4 class=\"lqd-simple-heading\">\n\t<\/p>\n<h4 style=\"text-align: center;\">Technology and Solution Architecture<\/h4>\n<p><\/h4>\n<\/div>[vc_column_text]<\/p>\n<p style=\"font-size: 18px; text-align: center;\"><span style=\"color: #f8f9fb;\">In projects aimed at reducing unplanned downtime, we use predictive models and anomaly detection algorithms that analyze process data in near real-time.<\/span><\/p>\n<p>[\/vc_column_text]<style>.ld_spacer_69e4b60328562{height:60px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b60328562\"><\/div>[vc_row_inner][vc_column_inner offset=&#8221;vc_col-md-offset-0 vc_col-md-10 vc_col-xs-12&#8243;][vc_column_text]<\/p>\n<p style=\"text-align: left; font-size: 18px\"><span style=\"color: #f8f9fb;\">A typical architecture includes:<\/span><\/p>\n<p>[\/vc_column_text]<style>.ld_spacer_69e4b603285ce{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b603285ce\"><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner ca_init_scale_z=&#8221;1&#8243; ca_an_scale_z=&#8221;1&#8243; responsive_css=&#8221;padding_left_small:0px&#8221;][vc_column_inner width=&#8221;1\/2&#8243;]<style>.ld_icon_box_69e4b603286ef .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b603286ef .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4b603286ef\" id=\"ld_icon_box_69e4b603286ef\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Input Data<\/h3>\t<p>data from sensors and control systems<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; responsive_align=&#8221;text-md-left text-lg-left&#8221;]<style>.ld_icon_box_69e4b60328998 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b60328998 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4b60328998\" id=\"ld_icon_box_69e4b60328998\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Data Transformation<\/h3>\t<p>standardization layer and data processing<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; responsive_align=&#8221;text-md-left text-lg-left&#8221;]<style>.ld_icon_box_69e4b60328ba5 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b60328ba5 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4b60328ba5\" id=\"ld_icon_box_69e4b60328ba5\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Pattern Analysis Models<\/h3>\t<p>and event sequences<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; responsive_align=&#8221;text-md-left text-lg-left&#8221;]<style>.ld_icon_box_69e4b60328d8c .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b60328d8c .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4b60328d8c\" id=\"ld_icon_box_69e4b60328d8c\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Warning Signal<\/h3>\t<p>or service decision recommendations<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;5\/6&#8243; offset=&#8221;vc_col-md-10 vc_col-xs-12&#8243;][vc_column_text]<span style=\"color: #f8f9fa;\">The solution is integrated with existing production infrastructure and maintenance systems. Models are subject to continuous monitoring of prediction quality and periodic calibration. <\/span><\/p>\n<p>&nbsp;[\/vc_column_text]<style>.ld_spacer_69e4b60328ec3{height:70px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b60328ec3\"><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773313282742{margin-top: 60px !important;margin-bottom: 60px !important;}&#8221;][vc_column responsive_css=&#8221;padding_left_large:|padding_top_medium:20px|padding_bottom_medium:40px&#8221; css=&#8221;.vc_custom_1772637413655{padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221; offset=&#8221;vc_col-md-6&#8243;]<style>.ld_icon_box_69e4b60328fe4 .iconbox-icon-container{font-size:32px;border-radius:px;}.ld_icon_box_69e4b60328fe4 .lqd-iconbox-title{margin-bottom:px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b60328fe4 vc_custom_1578912069864\" id=\"ld_icon_box_69e4b60328fe4\"  data-animate-icon=\"true\"  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-ion-ios-airplane\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_fancy_heading_69e4b60329163 p{color:#ff3517;}.ld_fancy_heading_69e4b60329163 p {font-size:14px; } .ld_fancy_heading_69e4b60329163 p {font-weight:700; } .ld_fancy_heading_69e4b60329163 p {letter-spacing:0.2em; } .ld_fancy_heading_69e4b60329163 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60329163 p {font-size:14px; } .ld_fancy_heading_69e4b60329163 p {font-weight:700; } .ld_fancy_heading_69e4b60329163 p {letter-spacing:0.2em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b60329163\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  CASE Study<\/p><\/div><style>.ld_fancy_heading_69e4b603298c8 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b603298c8 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b603298c8 h2 {font-size:46px; }  } .ld_fancy_heading_69e4b603298c8 h2 {line-height:1.11em; } .ld_fancy_heading_69e4b603298c8 h2 {--element-line-height:1.11em; } .ld_fancy_heading_69e4b603298c8 h2 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4b603298c8 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b603298c8 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b603298c8 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b603298c8 h2 {font-size:46px; }  } .ld_fancy_heading_69e4b603298c8 h2 {line-height:1.11em; } .ld_fancy_heading_69e4b603298c8 h2 {--element-line-height:1.11em; } .ld_fancy_heading_69e4b603298c8 h2 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b603298c8\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-words\"   data-split-text=\"true\" data-split-options='{\"type\":\"words\"}'>  Reducing Losses in the Aluminum Firing Process<\/h2><\/div><style>.ld_fancy_heading_69e4b60329f93 p{color:#2b2f3a;}.ld_fancy_heading_69e4b60329f93 p {font-size:16px; } .ld_fancy_heading_69e4b60329f93 p {line-height:1.11em; } .ld_fancy_heading_69e4b60329f93 p {--element-line-height:1.11em; } .ld_fancy_heading_69e4b60329f93 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b60329f93 p {font-size:16px; } .ld_fancy_heading_69e4b60329f93 p {line-height:1.11em; } .ld_fancy_heading_69e4b60329f93 p {--element-line-height:1.11em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b60329f93\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-words\"   data-split-text=\"true\" data-split-options='{\"type\":\"words\"}'>  Analysis of Process Data in Industry<\/p><\/div><style>.ld_spacer_69e4b6032a260{height:30px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b6032a260\"><\/div><style>.ld_fancy_heading_69e4b6032a42b p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032a42b p {font-size:18px; }  } .ld_fancy_heading_69e4b6032a42b .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032a42b p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032a42b p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b6032a42b\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  The production plant incurred material losses and experienced downtime due to exceeding critical temperatures in the technological process.<\/p><\/div><style>.ld_fancy_heading_69e4b6032a67e p{color:rgb(24, 27, 49);}.ld_fancy_heading_69e4b6032a67e p {font-size:12px; } .ld_fancy_heading_69e4b6032a67e p {font-weight:700; } .ld_fancy_heading_69e4b6032a67e p {letter-spacing:0.1em; } .ld_fancy_heading_69e4b6032a67e .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032a67e p {font-size:12px; } .ld_fancy_heading_69e4b6032a67e p {font-weight:700; } .ld_fancy_heading_69e4b6032a67e p {letter-spacing:0.1em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b6032a67e\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Solution<\/p><\/div><style>.ld_fancy_heading_69e4b6032a908 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032a908 p {font-size:18px; }  } .ld_fancy_heading_69e4b6032a908 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032a908 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032a908 p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b6032a908\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Predictive process control based on deep learning models was implemented to monitor and identify when critical values were being approached. The system is designed to support intervention decisions. <\/p><\/div><style>.ld_fancy_heading_69e4b6032ab68 p{color:rgb(24, 27, 49);}.ld_fancy_heading_69e4b6032ab68 p {font-size:12px; } .ld_fancy_heading_69e4b6032ab68 p {font-weight:700; } .ld_fancy_heading_69e4b6032ab68 p {letter-spacing:0.1em; } .ld_fancy_heading_69e4b6032ab68 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032ab68 p {font-size:12px; } .ld_fancy_heading_69e4b6032ab68 p {font-weight:700; } .ld_fancy_heading_69e4b6032ab68 p {letter-spacing:0.1em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b6032ab68\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Effect<\/p><\/div><style>.ld_fancy_heading_69e4b6032adb5 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032adb5 p {font-size:18px; }  } .ld_fancy_heading_69e4b6032adb5 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032adb5 p {font-size:16px; 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responsive_align=&#8221;text-center&#8221; responsive_css=&#8221;padding_top_medium:15vw|padding_bottom_medium:15vw|padding_top_small:30vw|padding_bottom_small:30vw&#8221;][\/vc_column][\/vc_row][vc_row row_scale_bg_onhover=&#8221;yes&#8221; bg_position=&#8221;center top&#8221; enable_loading_bg=&#8221;yes&#8221; css=&#8221;.vc_custom_1772795158899{padding-top: 60px !important;padding-bottom: 70px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/group-business-people-standing-front-laptop-table-darken.jpg?id=8763) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;padding_top_medium:110px|padding_bottom_medium:120px&#8221;][vc_column width=&#8221;2\/3&#8243; enable_content_animation=&#8221;no&#8221; align=&#8221;text-center&#8221; offset=&#8221;vc_col-md-offset-2 vc_col-md-8 vc_col-sm-offset-2&#8243; responsive_align=&#8221;text-center&#8221;]<style>.ld_fancy_heading_69e4b6032b0c7 h2{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4b6032b0c7 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b6032b0c7 h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032b0c7 h2 {font-size:60px; }  } .ld_fancy_heading_69e4b6032b0c7 h2 {line-height:1.161em; } .ld_fancy_heading_69e4b6032b0c7 h2 {--element-line-height:1.161em; } .ld_fancy_heading_69e4b6032b0c7 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032b0c7 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b6032b0c7 h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032b0c7 h2 {font-size:60px; }  } .ld_fancy_heading_69e4b6032b0c7 h2 {line-height:1.161em; } .ld_fancy_heading_69e4b6032b0c7 h2 {--element-line-height:1.161em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b6032b0c7\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  Contact<\/h2><\/div><style>.ld_fancy_heading_69e4b6032b332 p{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4b6032b332 p {font-size:18px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032b332 p {font-size:24px; }  } .ld_fancy_heading_69e4b6032b332 p {line-height:1.25em; } .ld_fancy_heading_69e4b6032b332 p {--element-line-height:1.25em; } .ld_fancy_heading_69e4b6032b332 p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69e4b6032b332 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b6032b332 p {font-size:18px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b6032b332 p {font-size:24px; }  } .ld_fancy_heading_69e4b6032b332 p {line-height:1.25em; } .ld_fancy_heading_69e4b6032b332 p {--element-line-height:1.25em; } .ld_fancy_heading_69e4b6032b332 p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b6032b332\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  A conversation is the first step to identifying the organization&#8217;s needs and assessing the project&#8217;s feasibility.<\/p><\/div><style>.ld_button_69e4b6032b588 {font-size:14px; } .ld_button_69e4b6032b588 {font-size:14px; } .ld_button_69e4b6032b588 {font-size:14px; } .ld_button_69e4b6032b588 {font-size:14px; } .ld_button_69e4b6032b588 {font-size:14px; } <\/style><a href=\"https:\/\/www.aigorithmics.com\/aigo-staging\/?page_id=4989\" title=\"Kontakt\" class=\"btn btn-solid text-uppercase btn-hover-txt-liquid-y round border-none btn-has-label ld_button_69e4b6032b588\" >\n\t<span>\n\t\t\n\t\t\t\t\t<span class=\"btn-txt\" data-text=\"Schedule a consultation\" data-split-text=\"true\"\n\t\t\t\t\t    data-split-options='{\"type\": \"chars, words\"}'>Schedule a consultation<\/span>\n\t\t\t\n\t\t\t\t\t<\/span>\n<\/a>\n[\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; full_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773304889695{padding-top: 100px !important;background-position: 0 0 !important;background-repeat: repeat !important;}&#8221; data_tooltip=&#8221;Better Sound&#8221; 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responsive_css=&#8221;padding_top_medium:120px|padding_bottom_medium:60px&#8221; el_id=&#8221;what-we-do&#8221;][vc_column offset=&#8221;vc_col-md-6&#8243;][vc_column_text] The process is monitored, [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9202","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9202","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/comments?post=9202"}],"version-history":[{"count":0,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9202\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/media?parent=9202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}